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[直聘岗位][杭州][深圳][医疗影像研发团队高薪聘请计算机视觉-算法科学家/软开工程师]
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key words: deep learning, computer vision, machine learning, image processing, medical image 关键词： 深度学习，计算机视觉，机器学习，图像处理，医学影像 Work location: Hangzhou, Shenzhen, Zhuhai Position： RS-Medical Image Analysis/医学影像分析(RSAC-CN) Job Responsibilities: - Develop computer vision/image processing algorithms for medical image analysis, including but not limit to semantic segmentation, object detection, localization, and recognition. - Meet algorithm performance and accuracy target on time. - Write clean and re-usable code in programming languages such as C++/Python. - Algorithm debugging and optimization, prototyping, benchmarking. - Proper documentation of projects and related duties - Participate in project reviews and demos. - Ensure timely delivery of quality of works and services - Related ad-hoc work as requested by the company Job Requirements: - Master degree or above in optimization/computer science/deep learning/Artificial Intelligence or similar. - Rich experience on data dimension reduction and machine learning. - Excellent programming ability in at least one of following languages, including C/C++, Java, Python, Matlab. - at least 3 years academic research or industry development experience on computer vision and pattern recognition. - Rich experience on one or more of following APIs is a plus, including Tensorflow, MXNet, Theano, PyTorch, Caffe or similar - Rich experience on one or more of following deep learning topics is a plus, including GAN, ResNet, FCN, RPN or relevant. - Rich experience on one or more of following topics is a plus, multi-task/multi-labeling/multi-attribute learning, weakly-supervise/semi-supervise/unsupervised learning. - First author of PAMI, IJCV, JMLR, such top-level journal is highly appreciated. - First author of TMI, MICCAI, MIA, such top publication in medical image analysis is a plus. - First author of TIP, NIPS, CVPR，ICCV，ECCV，ICLR，ICML, AAAI, such prestigious publication is a plus. - First author of ICIP, ICME, ICASSP, ICPR, ACCV, BMVC, such second-tier conference is a half plus. - Good written and oral communication skills in both English and Mandarin Chinese - Capable of working independently and in a team. - Ability to work in a fast paced, ever-changing, multi-task environment. - Ability to Influence others. |
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